Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9536741 0.9302308 0.9979074 0.9763939
bt 0.8258786 0.9766062 0.8393235 0.5175649
maxnet 0.6253994 0.9657655 0.7545367 0.4028656
gam NA NA NA 0.4038977
glm NA NA NA 0.4028549

Variable Importance